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Facilities Management Strategies For Public Real Estate Portfolios In Brazil: A Cluster Analysis Using T-Sne And K-Means

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  • Robson QUINELLO

    (PhD Business; SENAI São Paulo, Brazil, Gandavo Street, n.550, Vila Mariana, São Paulo city, 04023-001)

Abstract

Based on the results of the analysis of Brazilian federal real estate assets, conducted from the perspective of Facilities and Real Estate Management (FREM), this study sought to understand the complexity of managing this portfolio. The work begins with a historical synthesis of the discipline, addressing its applications in the private and public sectors. Next, through quantitative research, it presents the characteristics of federal assets and the possible strategic configurations to be adopted, using the life cycle of built spaces as a reference. For this, clustering techniques such as PCA, t-SNE, and K-means were used to visualize the probable groupings of properties that require specific management. This work highlights the strategic and active importance of FREM management in the optimization and sustainability of public real estate assets, reinforcing the need for effective participation in this process to ensure efficiency and effectiveness in the management of public assets.

Suggested Citation

  • Robson QUINELLO, 2025. "Facilities Management Strategies For Public Real Estate Portfolios In Brazil: A Cluster Analysis Using T-Sne And K-Means," REVISTA ADMINISTRATIE SI MANAGEMENT PUBLIC, Faculty of Administration and Public Management, Academy of Economic Studies, Bucharest, Romania, vol. 2025(44), pages 150-166.
    • Handle: RePEc:rom:rampas:v:2025:y:2025:i:44:p:150-166
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    File URL: https://ramp.ase.ro/vol44/44-09.pdf
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    JEL classification:

    • M10 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - General

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